Ecosyste.ms: Repos

An open API service providing repository metadata for many open source software ecosystems.

GitHub topics: k-fold-cross-validation

Repositories

Scrayil/Heart_Failure_Prediction

This project aims to predict heart failure outcomes by applying statistical learning algorithms. The goal is to improve the prediction accuracy through the SuperLearner algorithm.

Language: R - Size: 12.2 MB - Last synced: about 5 hours ago - Pushed: 1 day ago - Stars: 0 - Forks: 0

machulsky61/Clasificador-Genomas

Proyecto de investigación en ML para identificar factores genéticos en pronóstico de lesiones pre-tumorales. Aprendizaje no supervisado para discernir perfiles genéticos distintivos entre grupos de buen y mal pronóstico, mejorando detección y tratamiento temprano del cáncer.

Language: Jupyter Notebook - Size: 6.92 MB - Last synced: about 13 hours ago - Pushed: 1 day ago - Stars: 0 - Forks: 0

Hashezm/Tumor-Cell-Analysis-Project

This project analyzes tumor cell data from 550 patients using Python. It involves data cleaning, exploratory analysis, feature engineering, and machine learning to classify tumors as malignant or benign. Techniques include PCA, logistic regression, and k-fold cross-validation to ensure model accuracy and reliability.

Language: Jupyter Notebook - Size: 1.61 MB - Last synced: 2 days ago - Pushed: 3 days ago - Stars: 0 - Forks: 0

raysas/data-mining-gene-expression

Data Mining project (Fall2023) involving the classification and clustering of Sars-Cov-2 gene expression RNA-seq data

Language: R - Size: 22.9 MB - Last synced: 9 days ago - Pushed: 4 months ago - Stars: 0 - Forks: 0

vbyrao/DataMiningAlgooos

Breast Cancer Data Analysis: Analyzes and classifies breast cancer data using a Naive Bayes classifier with preprocessing, label encoding, and k-fold cross-validation. Cars Dataset Analysis: Explores a cars dataset with data loading, statistics, and visualizations, including price distribution and correlation heatmap. Hayes-Roth Classification: C

Language: Jupyter Notebook - Size: 24.4 KB - Last synced: 11 days ago - Pushed: 13 days ago - Stars: 0 - Forks: 0

edwinthomas444/machine-learning

e2e machine learning pipeline using a config based approach for classification problems. Supports grouping and grading classifiers in addition to online learning algorithms

Language: Python - Size: 55.1 MB - Last synced: 20 days ago - Pushed: over 1 year ago - Stars: 0 - Forks: 0

b-fakhar/ML-Algorithms-in-Python

Language: Jupyter Notebook - Size: 43.9 KB - Last synced: 21 days ago - Pushed: 21 days ago - Stars: 0 - Forks: 0

HokageM/DamagedLoggingAnalyzer

A project about an analization of a statistic of damaged logging (wood) in Germany using Python.

Language: Jupyter Notebook - Size: 34 MB - Last synced: 23 days ago - Pushed: 24 days ago - Stars: 0 - Forks: 0

PSTAT197-F23/Vignette-Random-Forests

Introduction and Implementation of Random Forest Models

Language: HTML - Size: 1.58 MB - Last synced: 25 days ago - Pushed: 6 months ago - Stars: 0 - Forks: 1

Ansuman21/Data-Science-M2

Data Science Assignment Module 2 (K-Fold Cross Validation)

Language: Jupyter Notebook - Size: 2.28 MB - Last synced: 26 days ago - Pushed: 4 months ago - Stars: 1 - Forks: 0

MH0386/logistic_regression

This code about K-Fold Validation is applied to Logistic Regression.

Language: Jupyter Notebook - Size: 1.67 MB - Last synced: 26 days ago - Pushed: 26 days ago - Stars: 0 - Forks: 0

JonathanFeenstra/tuberculosis-elm-classifier 📦

ELM classifier for detecting tuberculosis in lung X-rays

Language: Jupyter Notebook - Size: 20.6 MB - Last synced: about 1 month ago - Pushed: about 5 years ago - Stars: 0 - Forks: 0

BJones47/ML_LinearRegression

This Project will perform linear regression on Automobiles MPG

Language: Python - Size: 15.6 KB - Last synced: about 2 months ago - Pushed: about 2 months ago - Stars: 0 - Forks: 0

didemch/Forecasting-Covid-Cases-in-R

Building a few linear models to predict 2-week ahead COVID-19 case counts.

Size: 1.07 MB - Last synced: about 2 months ago - Pushed: about 2 months ago - Stars: 0 - Forks: 0

RidhaAF/praktikum-machine-learning-5-naive-bayes-183040083

Praktikum Machine Learning 5 - Naive Bayes dengan Variance Thresholding, Mutual Information, dan K-Fold Cross ValidationAssignment

Language: Jupyter Notebook - Size: 904 KB - Last synced: about 2 months ago - Pushed: about 2 years ago - Stars: 0 - Forks: 0

tawfik-s/ML-Algo

my machine learning practices for my third year in MFCI CS department

Language: Python - Size: 251 KB - Last synced: about 2 months ago - Pushed: about 2 years ago - Stars: 3 - Forks: 1

RATHOD-SHUBHAM/DataMining-FiveTask

Data Mining project : Built a classifier, trained a classifier, created clusters, performed 5-fold-cross-validation.

Language: Jupyter Notebook - Size: 839 KB - Last synced: about 2 months ago - Pushed: about 3 years ago - Stars: 2 - Forks: 0

triantafd/Fuzzy_Systems_Classification_Regression

Fuzzy Systems Assignments (Classification and Regression) - TSK

Language: MATLAB - Size: 10.3 MB - Last synced: about 2 months ago - Pushed: over 2 years ago - Stars: 2 - Forks: 0

Sabaudian/Binary_Image_Classification_project

Statistical Methods for Machine Learning project

Language: Python - Size: 152 MB - Last synced: about 2 months ago - Pushed: about 2 months ago - Stars: 0 - Forks: 0

BJones47/Linear-Regression

Using machine learning, get the features and labels from the csv and perform cross fold validation and linear regression.

Language: Python - Size: 12.7 KB - Last synced: 2 months ago - Pushed: 2 months ago - Stars: 0 - Forks: 0

Akash1070/Machine-Learning-

Learning Machine Learning Through Data

Language: Jupyter Notebook - Size: 4.65 MB - Last synced: 2 months ago - Pushed: almost 2 years ago - Stars: 0 - Forks: 0

Jecoc907/NBA-Analysis-Project-1

The purpose of this project is to analyze some winning factors for a NBA team and predict their win rate using multiple linear regression. Different cross-validation methods were used to evaluate the model's prediction ability.

Language: Jupyter Notebook - Size: 50.8 KB - Last synced: 3 months ago - Pushed: 3 months ago - Stars: 0 - Forks: 0

sraashis/easytorch

EasyTorch is a research-oriented pytorch prototyping framework with a straightforward learning curve. It is highly robust and contains almost everything needed to perform any state-of-the-art experiments.

Language: Python - Size: 120 MB - Last synced: 12 days ago - Pushed: 6 months ago - Stars: 27 - Forks: 5

Sarthak-Mohapatra/Classification-of-GPU-Run-as-high-or-low-time-consuming-using-various-classification-Algorithms.

As part of this project, various classification algorithms like SVM, Decision Trees and XGBoost was used to classify a GPU Run as high or low time consuming process. The main purpose of this project is to test and compare the predictive capabilities of different classification algorithms

Language: Jupyter Notebook - Size: 4 MB - Last synced: 3 months ago - Pushed: about 4 years ago - Stars: 2 - Forks: 0

hlz-922/banknote-counterfeit-classification

Language: Jupyter Notebook - Size: 585 KB - Last synced: 4 months ago - Pushed: 4 months ago - Stars: 1 - Forks: 0

vicaaa12/Deep-Neural-Networks

Neural Network

Language: Jupyter Notebook - Size: 1.68 MB - Last synced: 4 months ago - Pushed: 4 months ago - Stars: 0 - Forks: 0

Tarek0Hisham/Diamond-Dataset

'Diamond ' is one of the best-known and most sought-after gemstones. They have been used as decorative items since ancient times. Today, we are gonna make a model to expect its price from the Diamond dataset.

Language: Jupyter Notebook - Size: 844 KB - Last synced: 5 months ago - Pushed: 5 months ago - Stars: 0 - Forks: 0

Kontilenia/Machine-Learning

Estimation of vital status of patients with ovarian cancer using Machine Learning models

Language: Jupyter Notebook - Size: 1.4 MB - Last synced: 6 months ago - Pushed: 8 months ago - Stars: 0 - Forks: 0

diyaacharya/machine-learning-essentials

Language: Jupyter Notebook - Size: 334 KB - Last synced: 6 months ago - Pushed: over 2 years ago - Stars: 0 - Forks: 0

rafsanRubaiyat/Forest-Fire-StepwiseRegression

Forest-Fire-StepwiseRegression The relationships between the ‘Probability of Forest Fire’ in Algeria and its various weather components have been estimated.

Language: JavaScript - Size: 2.16 MB - Last synced: 6 months ago - Pushed: over 1 year ago - Stars: 1 - Forks: 0

SanghyunKim1/MLB_Team_RunsAllowed_Prediction

MLB Team Runs Allowed Prediction Project (Linear Regression)

Language: Python - Size: 1.48 MB - Last synced: 6 months ago - Pushed: over 2 years ago - Stars: 1 - Forks: 0

sbrhss/ML-MATLAB

Machine Learning with MATLAB

Language: MATLAB - Size: 28.8 MB - Last synced: 7 months ago - Pushed: about 4 years ago - Stars: 2 - Forks: 3

Purushothaman-natarajan/NLP-TEXT-PROCESSING

This project offers advanced techniques in text preprocessing, word embeddings, and text classification. Explore methods like Word2Vec and GloVe, and master Multinomial Naive Bayes for accurate predictions. Dive into the world of text clustering and conquer challenges like unbalanced data.

Language: Jupyter Notebook - Size: 7.38 MB - Last synced: 7 months ago - Pushed: 7 months ago - Stars: 0 - Forks: 0

jpower5/Predicting-House-Prices

Multiple linear regression model to predict house prices

Language: Jupyter Notebook - Size: 66.4 KB - Last synced: 8 months ago - Pushed: almost 3 years ago - Stars: 0 - Forks: 0

jpower5/Predicting-Car-Prices

K-nearest neighbors ML algorithm to predict car market prices

Language: Jupyter Notebook - Size: 62.5 KB - Last synced: 8 months ago - Pushed: almost 3 years ago - Stars: 0 - Forks: 0

KristofferLM96/TsetlinMachine-GO

Master's Thesis project at University of Agder, Spring 2020. Classification with Tsetlin Machine on board game 'GO'.

Language: Python - Size: 4.18 GB - Last synced: 8 months ago - Pushed: about 4 years ago - Stars: 2 - Forks: 0

zahrasalarian/Artificial-Intelligence-in-Medicine-Projects

Several small AI projects, including basic machine learning algorithms, perceptron neural networks, convolutional neural networks, and semantic segmentation.

Language: Jupyter Notebook - Size: 147 MB - Last synced: 8 months ago - Pushed: 8 months ago - Stars: 16 - Forks: 1

PetePrattis/k-fold-cross-validation-and-Root-Mean-Square-error

A Java console application that implemetns k-fold-cross-validation system to check the accuracy of predicted ratings compared to the actual ratings and RMSE to calculate the ideal k for our dataset.

Language: Java - Size: 47.9 KB - Last synced: 9 months ago - Pushed: over 4 years ago - Stars: 3 - Forks: 0

PetePrattis/k-nearest-neighbors-accuracy-scores

A Java console application that implemetns k-fold-cross-validation system to check the accuracy of predicted ratings compared to the actual ratings.

Language: Java - Size: 11.7 KB - Last synced: 9 months ago - Pushed: over 4 years ago - Stars: 1 - Forks: 0

kavyadevd/Face-Pose-Illumination-Classifier

Label classification for three datasets: Face, Pose and Illumination. Bayes Classifier, KNN Classier, Kerner SVM and Boosted SVM algorithms are written from scratch in Python. The results were evaluated and compared to understand the effectr of dimentionality reduction techniques including PCA, LDA and MDA validation using K-fold cross validation.

Language: Jupyter Notebook - Size: 12.1 MB - Last synced: 9 months ago - Pushed: over 1 year ago - Stars: 0 - Forks: 0

HosnawHb/KNN_and_Naive_Bayes_With_Scikit_Learn

The Purpose of this project is to familiarize with the Naïve Bayes and K Nearest Neighbor classification methods. Algorithms related to these two methods were implemented and then trained and tested on the Abalone dataset.

Language: Jupyter Notebook - Size: 2.53 MB - Last synced: 10 months ago - Pushed: 10 months ago - Stars: 0 - Forks: 0

interstellarninja/gbdt-classification

Binary classification using gbdt model with catboost and hyperparameter tuning with optuna and dask on Saturn Cloud

Language: Jupyter Notebook - Size: 63.5 KB - Last synced: 10 months ago - Pushed: over 2 years ago - Stars: 0 - Forks: 0

liang-sarah/F1_ML

Predicting 2023 Formula One Constructors' Championship Standings

Language: R - Size: 18.8 MB - Last synced: 10 months ago - Pushed: 10 months ago - Stars: 0 - Forks: 0

steciuk/PSZT-ID3-algortihm

Classification of mushrooms using decision tree in ID3 implementation

Language: Python - Size: 391 KB - Last synced: 10 months ago - Pushed: about 3 years ago - Stars: 1 - Forks: 1

Anshuman265/HMM-POS-Tagging

Language: Jupyter Notebook - Size: 503 KB - Last synced: 10 months ago - Pushed: almost 2 years ago - Stars: 0 - Forks: 0

liliansteven/Implementing-the-K-fold-cross-validation-method-with-Logistic-Regression-from-scratch-

This's our solution to Assignment 1 in the Supervised Learning course taken during the 2023 second semester.

Language: Jupyter Notebook - Size: 7.81 KB - Last synced: 10 months ago - Pushed: about 1 year ago - Stars: 0 - Forks: 0

hishamp3/NeuralNetwork

Evaluating performances of CNN and ANN for Image Classification

Language: Jupyter Notebook - Size: 824 KB - Last synced: 10 months ago - Pushed: about 2 years ago - Stars: 0 - Forks: 0

weniariska/rupiah-currency-image-recognition-system

Pada project ini, akan dilakukan identifikasi nilai mata uang rupiah dengan menggabungkan metode ekstrasi ciri Local Binary Pattern dan metode klasifikasi Naïve Bayes. Serta untuk pengukuran akurasi identifikasi dilakukan dengan metode evaluasi K-Fold Cross Validation. Dataset yang digunakan berupa citra dengan rincian terdapat 120 citra yang terdiri dari 15 citra uang kertas Rp1.000, 15 citra uang kertas Rp2.000, 15 citra uang kertas Rp5.000, 15 citra uang kertas Rp10.000, 15 citra uang kertas Rp20.000, 15 citra uang kertas Rp50.000, 15 citra uang kertas Rp75.000, dan 15 citra uang kertas Rp100.000

Language: Python - Size: 22.3 MB - Last synced: 10 months ago - Pushed: almost 2 years ago - Stars: 1 - Forks: 0

liliansteven/GDSC-ML-Workshop-23

This repository contains a practical application of machine learning In Machine Learning Workshop at GDSC

Language: Jupyter Notebook - Size: 4.07 MB - Last synced: 10 months ago - Pushed: 11 months ago - Stars: 2 - Forks: 0

Shrinidhi1/New-User-Engagement-Challenge

Given the data of the user activity of a month, can predict user activity for the upcoming month.

Language: Jupyter Notebook - Size: 2.71 MB - Last synced: 11 months ago - Pushed: 11 months ago - Stars: 0 - Forks: 1

hantablack9/House-Price-Prediction-kaggle

Ames dataset: House Price prediction for kaggle competition (advanced regression, supervised ML)

Language: Jupyter Notebook - Size: 5.82 MB - Last synced: 11 months ago - Pushed: about 1 year ago - Stars: 0 - Forks: 0

PetePrattis/Recommendation-System-for-Android-Java-App-that-finds-an-ideal-destination-with-the-kNN-Algorithm

This project is an Android mobile application, written in Java programming language and implements a Recommender System using the k-Nearest Neighbors Algorithm. In this way the algorithm predicts the possible ratings of the users according to scores that have already been submitted to the system.

Language: Java - Size: 122 KB - Last synced: 9 months ago - Pushed: over 3 years ago - Stars: 4 - Forks: 3

venkatesh182002/TMDb_Analysis

A Preprocessing Modelling Study using Supervised ML Models

Language: Jupyter Notebook - Size: 896 KB - Last synced: 12 months ago - Pushed: 12 months ago - Stars: 0 - Forks: 0

ahmedmbutt/Heart-Failure-Prediction

Developing, Evaluating, and Comparing different Classification Models on Heart Failure Prediction Dataset

Language: Jupyter Notebook - Size: 404 KB - Last synced: 12 months ago - Pushed: 12 months ago - Stars: 0 - Forks: 0

indrapaul824/Sem-3-Project-TMDb-Movie-Analysis-and-Modeling

A Preprocessing, Analytical and Modeling Case Study using Supervised ML Models

Language: Jupyter Notebook - Size: 5.16 MB - Last synced: 12 months ago - Pushed: over 3 years ago - Stars: 1 - Forks: 0

iam-D-prog/Machine-Learning-Cross-VSplit

Method Cross Validation Split

Language: Jupyter Notebook - Size: 3.91 KB - Last synced: about 1 year ago - Pushed: over 3 years ago - Stars: 0 - Forks: 0

Youlenda/Driver-Consciousness-Level-Analysis-Using-EEG-Signals

Driver's Consciousness Level Analysis using EEG Signals

Size: 2.8 MB - Last synced: about 1 year ago - Pushed: about 1 year ago - Stars: 2 - Forks: 0

masum035/Bengali-Grapheme-Optical-Character-Recognition

Academic Machine Learning (6 months) Sessional Project

Language: Jupyter Notebook - Size: 99.6 KB - Last synced: about 2 months ago - Pushed: over 1 year ago - Stars: 0 - Forks: 0

Pradnya1208/Cross-Validation-techniques

This project aims to understand and implement all the cross validation techniques used in Machine Learning.

Language: Jupyter Notebook - Size: 1.03 MB - Last synced: about 1 year ago - Pushed: over 2 years ago - Stars: 1 - Forks: 0

sanjushasuresh/KNN-ASSIGNMENT-13-Q1

This code includes reading the data file, data visualization, variable splitting, model building, prediction and different metrics calculation using knn.

Language: Python - Size: 9.77 KB - Last synced: about 1 year ago - Pushed: over 1 year ago - Stars: 2 - Forks: 0

sanjushasuresh/KNN-ASSIGNMENT-13-Q2

This code includes reading the data file, data visualization, variable splitting, model building, prediction and different metrics calculation using knn.

Language: Python - Size: 4.88 KB - Last synced: about 1 year ago - Pushed: over 1 year ago - Stars: 2 - Forks: 0

FDG2801/Pulsar-Detection-and-Classification

Language: Python - Size: 1.59 MB - Last synced: about 1 year ago - Pushed: almost 2 years ago - Stars: 2 - Forks: 0

fardinafdideh/Text-analytics

Amazon product review sentiment analysis using Logistic Regression (LR), Support Vector Machine (SVM), and Naive Bayes (NB) multiclass as classifier models, Synthetic Minority Oversampling Technique (SMOTE) as feature oversampler, and TF-IDF vectorization as feature, Synthetic Minority Oversampling Technique (SMOTE) as oversampler, and k-fold CV.

Language: Jupyter Notebook - Size: 12.8 MB - Last synced: about 1 year ago - Pushed: over 1 year ago - Stars: 0 - Forks: 0

Simon-157/AI-final-project

A comprehensive data science project for analysing eCormmerce and online shops data for possibility to enegage customer retention to increase purchases. Trained and comprehensively evaluated machine learning models using different algorithms and tuning procedures.

Language: Jupyter Notebook - Size: 1.98 MB - Last synced: about 2 months ago - Pushed: over 1 year ago - Stars: 1 - Forks: 0

sraashis/retinal-fundus-transfer

An example of easytorch implementation on retinal vessel segmentation.

Language: Python - Size: 101 MB - Last synced: over 1 year ago - Pushed: over 1 year ago - Stars: 16 - Forks: 4

TatevKaren/Predicting-Jop-Postings-Salary

Predicting Salaries of Job Applications for Job Search Engine Indeed using Machine Learning with Python Implementation

Language: Python - Size: 33.5 MB - Last synced: over 1 year ago - Pushed: over 1 year ago - Stars: 1 - Forks: 0

ninditya/NLP-KNN-LSA

Latent Semantic Analysis For Question Classification With K-Nearest Neighbor (2020-2021)

Language: PHP - Size: 68.7 MB - Last synced: about 1 month ago - Pushed: over 2 years ago - Stars: 1 - Forks: 0

DinisDimitris/Body-fat-prediction

This repository aims to predict body fat of men using a public data set of 252 measurements of men (circumference, age, weight, height, etc) using ridge regression

Language: Jupyter Notebook - Size: 1.03 MB - Last synced: over 1 year ago - Pushed: over 1 year ago - Stars: 0 - Forks: 0

yafo1948/ML_Reichman_Spring2022

Machine Learning for Data 3141 Reichman University Spring 2022 - 6 Homework Projects

Language: Jupyter Notebook - Size: 4.68 MB - Last synced: over 1 year ago - Pushed: over 1 year ago - Stars: 0 - Forks: 0

VarshithaCVasireddy/Customer_Sales_Revenue_Prediction

Based on customer visiting information to the site the customer sales revenue is predicted using machine learning models stacking

Language: R - Size: 11.5 MB - Last synced: over 1 year ago - Pushed: over 1 year ago - Stars: 0 - Forks: 0

agx01/iris_regression

Implemented Linear Regression Algorithm from scratch to predict species in Iris data using k-fold cross validation

Language: Python - Size: 896 KB - Last synced: over 1 year ago - Pushed: over 2 years ago - Stars: 1 - Forks: 0

guevara-erik/TV-Radio-Newspaper-Ads-performance-Multiple-Linear-Regression

Problem to solve: An exciting application of regression is to quantify the effect of advertisement on sales, considering the newspaper, TV, and radio as the advertisement channels.

Language: Jupyter Notebook - Size: 124 KB - Last synced: 12 months ago - Pushed: over 1 year ago - Stars: 0 - Forks: 0

faisal-irzal/titanic_survival_pred

This repo guides you to to build predictive models of Titanic survival, including data-viz & pre-processing, feature analysis, building predictive models and performance evaluation.

Language: Jupyter Notebook - Size: 800 KB - Last synced: over 1 year ago - Pushed: over 3 years ago - Stars: 1 - Forks: 0

shubhangkhattar/Mask-Classification-Using-CNN-Artificial-Intelligence

Deep Learning Convolutional Neural Network (CNN) using PyTorch and train it to recognize five different classes: (1) Person without a face mask, (2) Person with a “community” (cloth) face mask, (3) Person with a “surgical” (procedural) mask, (4) Person with a “FFP2/N95/KN95”-type mask (you do not have to distinguish between them), and (5) Person with a FFP2/N95/KN95 mask that has a valve. You do not have to consider other mask types (e.g., FFP3), face shields, full/half-face respirators, PPEs, or images that do not show a single face (e.g., groups of people).

Language: Jupyter Notebook - Size: 186 MB - Last synced: 5 months ago - Pushed: about 2 years ago - Stars: 1 - Forks: 1

SujayTalanki/Breast-Cancer-Classification-in-R

In this project, I use several different classification algorithms to predict whether a patient has breast cancer or not. This project uses K-fold cross validation, logistic regression, LDA, QDA, SVM, and model tuning techniques to achieve a 96% accuracy rate. This project was completed via R Markdown and LaTex.

Size: 607 KB - Last synced: 12 months ago - Pushed: almost 2 years ago - Stars: 0 - Forks: 0